Alternatives and similar repositories for fewshot-finetuning

Users that are interested in fewshot-finetuning are comparing it to the libraries listed below

• Luoxd1996 / RAOS
  [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …
  ☆47Updated 11 months ago
• Luoxd1996 / MSHub
  MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets
  ☆23Updated 4 months ago
• MIC-DKFZ / MultiTalent
  Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"
  ☆59Updated 3 weeks ago
• cheng-01037 / Causality-Medical-Image-Domain-Generalization
  [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
  ☆102Updated 2 years ago
• MrGiovanni / RadGPT
  [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …
  ☆98Updated last week
• uni-medical / A-Eval
  MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation
  ☆31Updated 5 months ago
• Luoxd1996 / nnunet_mini
  ☆21Updated 2 years ago
• alibaba-damo-academy / pixel-lesion-patient-network
  ☆31Updated last year
• MECLabTUDA / Lifelong-nnUNet
  ☆149Updated 3 weeks ago
• YtongXie / UniMiSS-code
  [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+
  ☆69Updated 7 months ago
• Schuture / Quality-Sentinel
  This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.
  ☆21Updated 11 months ago
• Cocofeat / TBraTS
  【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"
  ☆54Updated last year
• koncle / CoraNet
  ☆55Updated 3 years ago
• yhygao / universal-medical-image-segmentation
  ☆71Updated last year
• alibaba-damo-academy / self-supervised-anatomical-embedding-v2
  ☆69Updated last year
• xmed-lab / DHC
  MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
  ☆62Updated last year
• Endless-Hao / DDFSeg
  Disentangle domain features for cross-modality cardiac image segmentation
  ☆22Updated 3 years ago
• yiqings / MICCAI2022_paper_with_code
  MICCAI 2022 Paper with Code
  ☆95Updated 2 years ago
• moucheng2017 / EM-BPL-Semi-Seg
  [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation
  ☆40Updated 2 months ago
• Kaiseem / DAR-UNet
  [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation
  ☆47Updated last year
• kkk55596 / D-Former
  A PyTorch code implemented for D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation.
  ☆11Updated 2 years ago
• Wangyixinxin / ACN
  [MICCAI 2021] Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities
  ☆39Updated 3 years ago
• dewenzeng / positional_cl
  code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation
  ☆59Updated 10 months ago
• XuzheZ / MAPSeg
  [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…
  ☆51Updated 5 months ago
• HiLab-git / Paper-Reading-Group
  List shared papers in our group
  ☆66Updated 11 months ago
• fhaghighi / DiRA
  Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…
  ☆103Updated last year
• LWHYC / OneShot_WeaklySeg
  ☆29Updated 2 years ago
• Huiimin5 / comwin
  ☆18Updated 2 years ago
• MrGiovanni / ContinualLearning
  [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation
  ☆70Updated 11 months ago
• shenqq377 / Q-Net
  Python codes to implement Q-Net, a meta-learning method for few shot medical image segmentation
  ☆51Updated last year